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ORCIDNLPCC 2018: Hohhot, China
- Min Zhang, Vincent Ng, Dongyan Zhao, Sujian Li, Hongying Zan:
Natural Language Processing and Chinese Computing - 7th CCF International Conference, NLPCC 2018, Hohhot, China, August 26-30, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11108, Springer 2018, ISBN 978-3-319-99494-9
Conversational Bot/QA/IR
- Yang Li, Qingliang Miao, Ji Geng, Christoph Alt, Robert Schwarzenberg, Leonhard Hennig, Changjian Hu, Feiyu Xu:
Question Answering for Technical Customer Support. 3-15 - Zhenye Gan, Jiafang Han, Hongwu Yang
:
Perception and Production of Mandarin Monosyllabic Tones by Amdo Tibetan College Students. 16-26 - Zhuosheng Zhang, Yafang Huang, Pengfei Zhu, Hai Zhao:
Effective Character-Augmented Word Embedding for Machine Reading Comprehension. 27-39 - Zhinan Liu, Feilong Bao, Guanglai Gao, Suburi:
Mongolian Grapheme to Phoneme Conversion by Using Hybrid Approach. 40-50 - Yan Zhao, Lu Liu, Chunhua Liu, Ruoyao Yang, Dong Yu:
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation. 51-63 - Jiuniu Wang, Xingyu Fu, Guangluan Xu, Yirong Wu, Ziyan Chen, Yang Wei, Li Jin:
A3Net: Adversarial-and-Attention Network for Machine Reading Comprehension. 64-75 - Haisong Zhang, Zhangming Chan, Yan Song, Dongyan Zhao, Rui Yan:
When Less Is More: Using Less Context Information to Generate Better Utterances in Group Conversations. 76-84 - Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou:
I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension. 85-97 - Rui Zhang, Zhenyu Wang:
Learning to Converse Emotionally Like Humans: A Conditional Variational Approach. 98-109 - Yunli Wang, Zhao Yan, Zhoujun Li, Wenhan Chao:
Response Selection of Multi-turn Conversation with Deep Neural Networks. 110-119 - Xiaodong Zhang, Dehong Ma, Houfeng Wang:
Learning Dialogue History for Spoken Language Understanding. 120-132 - Hao Wang, Xiaodong Zhang, Houfeng Wang:
A Neural Question Generation System Based on Knowledge Base. 133-142
Knowledge Graph/IE
- Wen Zhang, Juan Li, Huajun Chen:
ProjR: Embedding Structure Diversity for Knowledge Graph Completion. 145-157 - Feiliang Ren, Yongcheng Li, Rongsheng Zhao, Di Zhou, Zhihui Liu:
BiTCNN: A Bi-Channel Tree Convolution Based Neural Network Model for Relation Classification. 158-170 - Jingli Zhang, Wenxuan Zhou, Yu Hong, Jianmin Yao, Min Zhang:
Using Entity Relation to Improve Event Detection via Attention Mechanism. 171-183 - Fan Yang, Jianhu Zhang, Gongshen Liu, Jie Zhou, Cheng Zhou, Huanrong Sun:
Five-Stroke Based CNN-BiRNN-CRF Network for Chinese Named Entity Recognition. 184-195 - Jie Liu, Shaowei Chen, Zhicheng He, Huipeng Chen:
Learning BLSTM-CRF with Multi-channel Attribute Embedding for Medical Information Extraction. 196-208 - Yubo Chen, Hongtao Liu, Chuhan Wu, Zhigang Yuan, Minyu Jiang, Yongfeng Huang:
Distant Supervision for Relation Extraction with Neural Instance Selector. 209-220 - Guangyu Chen, Tao Liu, Deyuan Zhang, Bo Yu, Baoxun Wang:
Complex Named Entity Recognition via Deep Multi-task Learning from Scratch. 221-233
Machine Learning for NLP
- Jie Liu, Junyi Deng, Guanghui Xu, Zhicheng He:
Hierarchical Attention Based Semi-supervised Network Representation Learning. 237-249 - Huihui He, Rui Xia:
Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification. 250-259 - Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei:
Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. 260-268 - Xingwu Lu, Man Lan, Yuanbin Wu:
Memory-Based Matching Models for Multi-turn Response Selection in Retrieval-Based Chatbots. 269-278 - Yuejia Xiang, Huizheng Wang, Duo Ji, Zheyang Zhang, Jingbo Zhu:
NEUTag's Classification System for Zhihu Questions Tagging Task. 279-288
Machine Translation
- Jing Yang, Biao Zhang, Yue Qin, Xiangwen Zhang, Qian Lin, Jinsong Su:
Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT. 291-302 - Jian Yang, Shuangzhi Wu, Dongdong Zhang, Zhoujun Li, Ming Zhou:
Improved Neural Machine Translation with Chinese Phonologic Features. 303-315 - Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen:
Coarse-To-Fine Learning for Neural Machine Translation. 316-328 - Qiang Wang, Tong Xiao, Jingbo Zhu:
Source Segment Encoding for Neural Machine Translation. 329-340 - Kai Fu, Jin Huang, Yitao Duan:
Youdao's Winning Solution to the NLPCC-2018 Task 2 Challenge: A Neural Machine Translation Approach to Chinese Grammatical Error Correction. 341-350
NLP Applications
- Dehong Ma, Sujian Li, Houfeng Wang:
Target Extraction via Feature-Enriched Neural Networks Model. 353-364 - Hongliang Xie, Shi Feng, Daling Wang, Yifei Zhang:
A Novel Attention Based CNN Model for Emotion Intensity Prediction. 365-377 - Lindong Guo, Shengyi Jiang, Wenjing Du, Suifu Gan:
Recurrent Neural CRF for Aspect Term Extraction with Dependency Transmission. 378-390 - Zhifan Ouyang, Jindian Su:
Dependency Parsing and Attention Network for Aspect-Level Sentiment Classification. 391-403 - Niantao Xie, Sujian Li, Huiling Ren, Qibin Zhai:
Abstractive Summarization Improved by WordNet-Based Extractive Sentences. 404-415 - Tianhao Ning, Zhen Wu, Xin-Yu Dai, Jiajun Huang, Shujian Huang, Jiajun Chen:
Improving Aspect Identification with Reviews Segmentation. 416-428 - Lu Zhang, Liangqing Wu, Shoushan Li, Zhongqing Wang, Guodong Zhou:
Cross-Lingual Emotion Classification with Auxiliary and Attention Neural Networks. 429-441 - Bin Hao, Min Zhang, Yunzhi Tan, Yiqun Liu, Shaoping Ma:
Are Ratings Always Reliable? Discover Users' True Feelings with Textual Reviews. 442-453 - Neng Gong, Tongtong Shen, Tianshu Wang, Diandian Qi, Meng Li, Jia Wang, Chi-Ho Li:
The Sogou Spoken Language Understanding System for the NLPCC 2018 Evaluation. 454-463 - Xiaoping Jiang, Po Hu, Liwei Hou, Xia Wang:
Improving Pointer-Generator Network with Keywords Information for Chinese Abstractive Summarization. 464-474
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